Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-31 1.381671 1.719670 2.171753 2.847542 3.886206 5.533556 8.640083
2025-09-07 0.985421 1.351743 1.927878 2.997864 5.244161 10.957417 36.769065
2025-09-14 0.772697 1.120242 1.722471 3.014920 6.476740 20.768702 463.468536
2025-09-21 0.634276 0.951687 1.536937 2.924406 7.417243 37.962917 NaN
2025-09-28 0.545135 0.839993 1.411092 2.882530 8.564518 81.666832 NaN
2025-10-05 0.505788 0.805987 1.425631 3.214795 12.298656 831.299450 NaN
2025-10-12 0.464917 0.759030 1.395322 3.404079 16.484699 NaN NaN
2025-10-19 0.422007 0.699411 1.317607 3.387357 19.611849 NaN NaN
2025-10-26 0.381944 0.638935 1.222369 3.251052 21.373574 NaN NaN
2025-11-02 0.357122 0.606117 1.188102 3.339255 27.619880 NaN NaN
2025-11-09 0.338898 0.584318 1.176683 3.525045 39.759889 NaN NaN
2025-11-16 0.317333 0.552226 1.130123 3.521868 49.662053 NaN NaN
2025-11-23 0.293465 0.512964 1.057991 3.361934 53.520925 NaN NaN
2025-11-30 0.281110 0.497988 1.051817 3.552525 87.971209 NaN NaN
2025-12-07 0.266153 0.475285 1.018465 3.574055 124.596295 NaN NaN
2025-12-14 0.250022 0.448187 0.967081 3.457879 146.171368 NaN NaN
2025-12-21 0.236824 0.426627 0.928891 3.404299 191.836710 NaN NaN
2025-12-28 0.233279 0.427207 0.958935 3.831877 1041.759569 NaN NaN
2026-01-04 0.226518 0.419321 0.960586 4.078024 34719.952759 NaN NaN
2026-01-11 0.216584 0.402747 0.930603 4.056204 NaN NaN NaN
2026-01-18 0.205511 0.382493 0.885295 3.878883 NaN NaN NaN
2026-01-25 0.198956 0.372845 0.874455 3.993520 NaN NaN NaN
2026-02-01 0.194211 0.367245 0.876549 4.236282 NaN NaN NaN